Fold 0
Model 0 best validation auc = 0.745353 on epoch 591
Model 0 test auc = 0.618687
Ensemble test auc = 0.618687
Fold 1
Model 0 best validation auc = 0.779630 on epoch 936
Model 0 test auc = 0.644667
Ensemble test auc = 0.644667
Fold 2
Model 0 best validation auc = 0.740706 on epoch 1054
Model 0 test auc = 0.571777
Ensemble test auc = 0.571777
Fold 3
Model 0 best validation auc = 0.823256 on epoch 623
Model 0 test auc = 0.638760
Ensemble test auc = 0.638760
Fold 4
Model 0 best validation auc = 0.719331 on epoch 8
Model 0 test auc = 0.585859
Ensemble test auc = 0.585859
Fold 5
Model 0 best validation auc = 0.779002 on epoch 959
Model 0 test auc = 0.672188
Ensemble test auc = 0.672188
Fold 6
Model 0 best validation auc = 0.837197 on epoch 1655
Model 0 test auc = 0.701207
Ensemble test auc = 0.701207
Fold 7
Model 0 best validation auc = 0.729609 on epoch 242
Model 0 test auc = 0.614835
Ensemble test auc = 0.614835
Fold 8
Model 0 best validation auc = 0.781106 on epoch 778
Model 0 test auc = 0.579695
Ensemble test auc = 0.579695
Fold 9
Model 0 best validation auc = 0.784387 on epoch 1379
Model 0 test auc = 0.608329
Ensemble test auc = 0.608329
10-fold cross validation
	Seed 0 ==> test auc = 0.618687
	Seed 1 ==> test auc = 0.644667
	Seed 2 ==> test auc = 0.571777
	Seed 3 ==> test auc = 0.638760
	Seed 4 ==> test auc = 0.585859
	Seed 5 ==> test auc = 0.672188
	Seed 6 ==> test auc = 0.701207
	Seed 7 ==> test auc = 0.614835
	Seed 8 ==> test auc = 0.579695
	Seed 9 ==> test auc = 0.608329
Overall test auc = 0.623600 +/- 0.039280
Elapsed time = 3:40:16
